{"id":"W2983701642","doi":"10.1210/endrev/bnz014","title":"Review: Diabetes, Obesity, and Cancer—Pathophysiology and Clinical Implications","year":2019,"lang":"en","type":"review","venue":"Endocrine Reviews","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":346,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Entomological Society of Canada; Women's College Hospital; University of Toronto","funders":"Diabetes Canada","keywords":"Medicine; Diabetes mellitus; Obesity; Cancer; Hyperinsulinemia; Breast cancer; Type 2 diabetes; Endometrial cancer; Bioinformatics; Internal medicine; Insulin resistance; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054291,0.001253386,0.0018345,0.002785025,0.0004192846,0.001585771,0.001216081,0.001327643,0.009000524],"category_scores_gemma":[0.001742348,0.0003082096,0.0006529957,0.004268952,0.0004434368,0.001673723,0.0009737186,0.002061647,0.004748302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009901607,"about_ca_system_score_gemma":0.002523825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558531,"about_ca_topic_score_gemma":0.002932666,"domain_scores_codex":[0.9996763,0.00006979863,0.00005846271,0.00004940353,0.0001176684,0.00002828674],"domain_scores_gemma":[0.9992656,0.0003280298,0.0001199317,0.00002037505,0.0001864251,0.00007954084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000130598,0.00006133015,0.0002519005,0.05105662,0.0002436618,0.0002954957,0.0001110101,0.0003434273,0.0009737489,0.003148231,0.2690636,0.6743204],"study_design_scores_gemma":[0.00001367221,0.00004364968,0.0006108041,0.008452662,0.0001478364,0.0007886618,0.00006717028,0.00002915159,0.00007587206,0.001299308,0.9884559,0.00001525414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004382955,0.9972761,0.0000559475,0.0005215527,0.001204105,0.000006056735,0.00003641351,0.000009089618,0.0008467929],"genre_scores_gemma":[0.0002377053,0.9979048,0.00008652319,0.0004634984,0.0005884508,0.000006441484,0.00004764031,0.000001730427,0.0006632606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009000524,"threshold_uncertainty_score":0.0301097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07248282127643942,"score_gpt":0.422730087695435,"score_spread":0.3502472664189956,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}